US6163371A - Distance measuring apparatus - Google Patents
Distance measuring apparatus Download PDFInfo
- Publication number
- US6163371A US6163371A US09/307,439 US30743999A US6163371A US 6163371 A US6163371 A US 6163371A US 30743999 A US30743999 A US 30743999A US 6163371 A US6163371 A US 6163371A
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- US
- United States
- Prior art keywords
- light
- light beam
- optical axis
- measuring apparatus
- distance measuring
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- Expired - Fee Related
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/88—Lidar systems specially adapted for specific applications
- G01S17/93—Lidar systems specially adapted for specific applications for anti-collision purposes
- G01S17/931—Lidar systems specially adapted for specific applications for anti-collision purposes of land vehicles
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/02—Systems using the reflection of electromagnetic waves other than radio waves
- G01S17/06—Systems determining position data of a target
- G01S17/08—Systems determining position data of a target for measuring distance only
- G01S17/32—Systems determining position data of a target for measuring distance only using transmission of continuous waves, whether amplitude-, frequency-, or phase-modulated, or unmodulated
Definitions
- the present invention relates to a distance measuring apparatus for measuring a distance to an obstacle such as an automobile or motorcycle, a person, a structure or building beside a road or the like, on the basis of the reflected light from the obstacle, caused by irradiation of a light beam from the apparatus.
- Such a distance measuring apparatus is used for a "following" distance sensor or an auto-cruising system.
- the distance measuring apparatus has a light transmission optical system for transmitting a fixed or scanned light beam and a reception system for receiving the light reflected from the obstacle, so as to measure the distance to the obstacle by counting the time in which the light moves between the apparatus and the obstacle.
- the light beam transmitted from the light transmission optical system generally has a Gaussian light intensity distribution or the like, in which the intensity is largest at the center, and becomes reduced as the distance from the center is increased.
- the monitoring area When the monitoring area is a middle distance or a long distance, there is enough time in collision of mobiles moving at a high speed, and measurement can be executed sufficiently by software processing such as statistical processing of the measurement data.
- the monitoring area needs to be also a short distance, and the width of an own vehicle or a running lane needs to be also monitored.
- the short distance indicates, herein, a distance of up to about 30 m. From a distance of 30 m, for example, automobiles running at 50 km/h collide in about one second, and automobiles running at 100 km/h collide in 0.5 second.
- the movement of a moving body in 10 m particularly has great influence in terms of avoidance of the collision or drive of a life saving device.
- the transitionally unstable measurement time mentioned above should be as short as possible.
- an area for monitoring the obstacle is demanded to be as large as possible.
- a small monitoring area has an advantage that an algorithm for judging the danger of the collision may be simplified.
- the monitoring area is, for a short distance as mentioned above, preferably the width of an own automobile.
- the degree of danger of life is high in the collision against an obstacle in a 1 m range with respect to the center of the width of an automobile, and low in the collision against an obstacle out of the range, so called, in an offset state.
- the transitionally unstable measurement time mentioned above is required to be as short as possible. In addition, it is requested that this should be implemented at costs that are as low as possible.
- the present invention aims to provide a distance measuring apparatus in which a transitionally unstable distance measurement time is shortened at low cost.
- FIG. 1 shows a basic structure of a distance measuring apparatus according to the present invention
- FIG. 2 schematically shows the structure of the distance measuring apparatus according to the first embodiment of the present invention
- FIG. 3 shows an example of a vehicle on which a pair of light transmission units shown in FIG. 2 are built
- FIG. 4 shows another example of a vehicle on which a pair of light transmission units shown in FIG. 2 are built
- FIG. 5 shows intensity distribution of light beam at a pupil unit of a light transmission optical system, in a distance measuring apparatus according to the second embodiment
- FIG. 6 shows intensity distribution of light beam about 30 m ahead of the light transmission optical system, in a distance measuring apparatus according to the second embodiment
- FIG. 7 schematically shows an example of the light transmission optical system of the distance measuring apparatus according to the second embodiment
- FIG. 8 schematically shows another example of the light transmission optical system of the distance measuring apparatus according to the second embodiment
- FIG. 9 shows an optical element which may be applied instead of a flat optical element shown in FIG. 8;
- FIG. 10 shows a function of one of a pair of Fresnel lenses shown in FIG. 9;
- FIG. 11 shows intensity distribution of light beam at a pupil of a light transmission optical system, in a distance measuring apparatus according to the third embodiment
- FIG. 12 shows intensity distribution of light beam about 30 m ahead of the light transmission optical system, in a distance measuring apparatus according to the third embodiment
- FIG. 13 schematically shows an example of the light transmission optical system of the distance measuring apparatus according to the second embodiment
- FIG. 14 shows optical elements which may be applied instead of a lens and a prism shown in FIG. 13;
- FIG. 15 shows a large number of thin light beam transmitted from the distance measuring apparatus according to a fourth embodiment
- FIG. 16 is a view schematically showing an example of the light transmission optical system of the distance measuring apparatus according to the fourth embodiment.
- FIG. 17 is a view showing a situation in which an obstacle crosses the light beam having the Gaussian light intensity distribution and a situation in which the quantity of light scattered by the obstacle is varied.
- FIG. 18 is a view showing a situation in which an obstacle crosses the light beam having the rectangular light intensity distribution with the same quantity of light as that of the light beam shown in FIG. 17 and a situation in which the quantity of light scattered by the obstacle is varied.
- FIG. 17 shows a light beam having a Gaussian light intensity distribution 400, which is crossed by an obstacle 402 advancing in a direction of an arrow 401 crosses, and the quantity of light 403 scattered by the obstacle 402, which varies in accordance with the position of the obstacle 402.
- the distance measuring apparatus obtains stable measurement data with respect to the quantity of light higher than a threshold value 404. That is, transitionally unstable measurement is executed during a period T1 from time when the obstacle 402 reaches the edge of the light beam to time when the quantity of the scattered light exceeds the threshold value.
- FIG. 18 shows a light beam having the same quantity of light as that of the light beam shown in FIG. 17, but having a rectangular light intensity distribution 405, which is crossed by the obstacle 402 advancing in the direction of the arrow 401, and the quantity of light 403 scattered by the obstacle 402, which varies in accordance with the position of the obstacle 402.
- a period T2 in which a transitionally unstable measurement of this case is executed is remarkably shorter than the period T1. It can be understood that the period for the transitionally unstable measurement is made shorter by varying the light intensity distribution of the light beam as mentioned above.
- a distance measuring apparatus 10 comprises a light transmission optical system 20 for transmitting a light beam 22 which has the light intensity distribution with a pair of peaks, and a reception system 30 for measuring the distance to the obstacle on the basis of light 32 reflected from the obstacle, as shown in FIG. 1.
- Positions of a pair of peaks of the light beam 22 correspond to both ends of an area, respectively, in which the degree of danger of life is high in the collision against the obstacle.
- the light beam has a peak interval of about 1 m at a position 30 m ahead.
- the reception system 30 has, for example, a lens for condensing the reflected light 32 and a light receiving element for outputting an electric signal corresponding to the quantity of the reflected light 32.
- the distance measuring apparatus has a light transmission optical system 20, which has a pair of light transmission units 40 and 50 for transmitting light beams 48 and 58 having the Gaussian light intensity distribution, as shown in FIG. 2. Composition of the two light beams 48 and 58 forms the light beam 22 having the above-mentioned light intensity distribution with a pair of peaks.
- the light transmission units 40 and 50 have, respectively, light sources 42 and 52 for emitting divergent light beams 46 and 56 having the Gaussian intensity distribution, and collimating lenses 44 and 54 for converting the divergent light beams 46 and 56 into parallel light beams 48 and 58.
- a pair of light transmission units 40 and 50 are arranged near both ends of a front portion of an automobile 60 to transmit two parallel light beams 48 and 58 toward the front side, as shown in FIG. 3.
- the light beams 48 and 58 have the Gaussian light intensity distributions 62 and 64, and an interval of their peaks 30 m ahead of an automobile 60 is a distance L corresponding to an area in which the degree of danger to life is high in the collision against the obstacle, i.e. about 1 m.
- Outer feet of the light intensity distributions of the light beams 48 and 58 i.e. the outer feet of a light intensity distribution 66 of a light beam formed by composition of the two light beams 48 and 58, almost fall within the width of the automobile 60.
- An obstacle 70 approaching the automobile 60 relatively in a direction of an arrow 72 is assumed here.
- the obstacle 70 crosses the peak of the intensity distribution 64 of the light beam 58.
- the measurement of the distance is changed from a transitionally unstable one to a stable one. In other words, the stable measurement of the distance is quickly started.
- the obstacle 70 enters the running path from the left side of the advancing direction of the automobile 60
- the obstacle 70 crosses the peak position of the intensity distribution 62 of the light beam 48. At this time, the measurement of the distance becomes stable.
- the outer feet of the light intensity distributions 62 and 64 of the light beams 48 and 58 i.e. the feet of the light intensity distribution 66 of the light beam formed by composition of the two light beams 48 and 58, almost fall within the width of the automobile 60, an area in which the degree of the danger to life is relatively low, that is, an area outside the width of the automobile, is not monitored, and the transitionally unstable period is short.
- a pair of light transmission units 40 and 50 are arranged at the center of the front portion of the automobile 60 to transmit two light beams 48 and 58 toward the slightly outer front side, as shown in FIG. 4.
- An angle between directions of the two light beams 48 and 58 is set such that the peak interval of the intensity distributions 62 and 64 at a position 30 m ahead of the automobile 60 is the distance L corresponding to an area in which the degree of the danger to life is high in the collision against the obstacle, i.e. about 1 m.
- the feet of the light intensity distribution 66 of the light beam formed by composition of the two light beams 48 and 58 fall within the width of the automobile 60, about 30 m ahead of the automobile 60.
- the measurement of the distance is changed from a transitionally unstable one to a stable one, in quite the same manner as that of FIG. 3. Since the outer feet of the light intensity distributions 62 and 64 of the light beams 48 and 58, i.e. the feet of the light intensity distribution 66 of the light beam formed by composition of the two light beams 48 and 58, almost fall within the width of the automobile 60, an area in which the degree of the danger to life is relatively low, that is, an area outside the width of the automobile, is not monitored, and the transitionally unstable period is short.
- a pair of light transmission units 40 and 50 may be assembled together as one body, and, if desired, the reception system may also be incorporated, this structure is advantageous in light of costs, but the monitoring area is narrow near the automobile 60.
- the distance measuring apparatus of a second embodiment has a light transmission optical system, which forms a light beam with a pair of edges emphasized, by splitting a single light beam having the Gaussian intensity distribution into two light beams and reconstructing them, and transmits the reconstructed light beam.
- This light beam having the emphasized edges corresponds to the above-mentioned light beam 22 having the light intensity distribution with a pair of peaks. Therefore, in the light transmission optical system of the present embodiment, composition of the two split light beams forms the above-mentioned light beam 22 having the light intensity distribution with a pair of peaks.
- FIG. 5 shows the Gaussian light intensity distribution of the light beam at a pupil portion of the light transmission optical system.
- the light beam is split into a right half 101 and a left half 102 with reference to an optical axis 100.
- the right half 101 is transmitted in a direction of an arrow 103
- the left half 102 is transmitted in a direction of an arrow 104.
- FIG. 6 shows the intensity distribution of the light beam remote in the above-mentioned small distance, i.e. about 30 m along the optical axis 100 of the light transmission optical system.
- An intensity distribution 105 of the left side which is formed by propagation of the right half 101 of the light beam, has an intensity distribution having an acute edge 110, where expansion and deformation of the waveform caused by diffraction are ignored for simple explanation.
- an intensity distribution 106 of the right side which is formed by propagation of the left half 102 of the light beam, has an intensity distribution with an acute edge 111. Therefore, the light beam has an intensity distribution 112 having steep edges at both sides, which corresponds to the sum of the left intensity distribution 105 and the right intensity distribution 106.
- the interval between the peak of the left intensity distribution 105 and the peak of the right intensity distribution 106 is a distance L corresponding to an area in which the degree of the danger to life is high in the collision against the obstacle, i.e. about 1 m. That is, an angle between directions of the right half 101 and the left half 102 of the light beam shown in FIG. 5 is, for example, 3 degrees so as to obtain the intensity distribution 112 shown in FIG. 6, at a position 30 m ahead.
- the light intensity distribution 112 of the reconstructed light beam has three peaks with the two intensity distributions 105 and 106 overlapped, but two peaks without the distributions 105 and 106 overlapped.
- a light beam which is formed from two intensity distributions 105 and 106 largely overlapped so as to have the light intensity distributions with three peaks, is preferably used.
- An example of the light transmission optical system comprises a light source 201 for emitting a divergent light beam 202 having the Gaussian intensity distribution, a lens 203 for collimating the divergent light beam from the light source 201, and a prism 204 for splitting the collimated or parallel light beam into two beams and deflecting them, as shown in FIG. 7.
- the divergent light beam emitted from the light source 201 is collimated by the lens 203, and then strikes on the prism 204.
- the prism 204 which has a pair of apical angles symmetrical with respect to the optical axis 100, deflects the light beam at the right half of the pupil in a direction of an arrow 205 and the light beam at the left half of the pupil in a direction of an arrow 206.
- the prism 204 splits the parallel light beam having the Gaussian intensity distribution into two beams and deflects each of them inwardly, in other words, in the direction symmetrical with respect to the optical axis.
- An angle between the two split and deflected light beams is defined on the basis of the apical angles of the prism 204 and is about three degrees as mentioned above. With this operation, the intensity distribution 112 shown in FIG. 6 is obtained at a position about 30 m ahead.
- the light transmission optical system comprises the light source 201 for emitting the divergent light beam 202 and an optical element 210 for collimating the divergent light beam 202 from the light source 201, splitting the light beam 202 into two beams and deflecting the two beams, as shown in FIG. 8.
- the optical element 210 comprises, for example, a optical transparent plate crossing the optical axis 100, the plate having a surface 211 nearer the light source 201 on which a Fresnel lens is formed, and another surface 212 farther from the light source 201 on which a linear Fresnel lens is formed.
- the linear Fresnel lens which has an optical function corresponding to the prism 204 of FIG.
- the linear Fresnel lens has a pair of linear Fresnel lens portions arranged symmetrically with respect to the optical axis, and each of the linear Fresnel lens portions has a number of microscopic prisms having an apical angle symmetrical with respect to the optical axis.
- the light beam emitted from the light source 201 is collimated by the Fresnel lens formed on the surface 211, the right half of the pupil is deflected in the direction of the arrow 205 by the linear Fresnel lens formed on the surface 212, and the left half of the pupil is deflected in the direction of the arrow 205. Therefore, the intensity distribution 112 shown in FIG. 6 is obtained at a position about 30 m ahead.
- FIG. 9 shows another optical element applicable instead of the optical element 210 shown in FIG. 8.
- This optical element comprises a combination of two eccentric Fresnel lenses 221 and 222 symmetrical with respect to a central line 224.
- a center 220 of the Fresnel lens 221 is eccentric by a distance ⁇ from the optical axis 100 in a direction and, a center of the Fresnel lens 222 is eccentric by a distance ⁇ from the optical axis 100 in a reverse direction. That is, the optical element comprises a pair of Fresnel lenses 221 and 222 symmetrically eccentric with respect to the optical axis 100.
- a light ray 241 incident on the Fresnel lens 221, of the divergent light beams emitted from the light source 201 is deflected to be a light ray 242 parallel to a straight line OP passing through both a center 0 of the light source 201 and a center P of the Fresnel lens 221.
- An inclination angle of the straight line OP with respect to the optical axis 100 is, for example, about two degrees.
- the light ray incident on the Fresnel lens 222 is deflected symmetrically with this. For this reason, the intensity distribution 112 shown in FIG. 6 is obtained at a position about 30 m ahead.
- the eccentric Fresnel lens 221 may be replaced with an non-eccentric Fresnel lens and a diffraction grating blazed in a direction of +1 order, which are mutually overlapped
- the eccentric Fresnel lens 222 may be replaced with an non-eccentric Fresnel lens and a diffraction grating blazed in a direction of -1 order, which are mutually overlapped.
- a light beam portion on the left side of the optical axis is diffracted in a right direction by the diffraction grating blazed in the direction of +1 order, and a light beam portion on the right side of the optical axis is diffracted in a left direction by the diffraction grating blazed in the direction of -1 order, and, therefore, the intensity distribution 112 shown in FIG. 6 is obtained.
- the distance measuring apparatus of the third embodiment has a light transmission optical system, which forms a light beam with emphasized edges by splitting a single light beam having the Gaussian intensity distribution into three light beams and reconstructing them, and transmits the reconstructed light beam.
- the light beam with the emphasized edges corresponds to the above-mentioned light beam 22 having the light intensity distribution with a pair of peaks and, thus, composition of the three split light beams forms the above-mentioned light beam 22 having the light intensity distribution with a pair of peaks in the light transmission optical system of the present embodiment.
- FIG. 11 shows the Gaussian light intensity distribution of the light beam at the pupil portion of the light transmission optical system.
- the light beam is split into a central portion 123, a right portion 120 and a left portion 121, with reference to the optical axis 100.
- the central portion 123 is transmitted in a direction of an arrow 126, i.e. advances straight, the right portion 120 is transmitted in a direction of an arrow 124, and the left portion 121 is transmitted in a direction of an arrow 125.
- FIG. 12 shows the intensity distribution of the light beam at the above-mentioned position in a short distance, i.e. about 30 m remote along the optical axis 100 of the light transmission optical system.
- An intensity distribution 130 of the left side, an intensity distribution 131 of the right side, and an intensity distribution 133 of the center are formed by propagation of the right portion 120, the left portion 121, and the central portion 123 of the light beam, respectively, and the light beam has, therefore, an intensity distribution 137 with three peaks as a whole body.
- the left intensity distribution 130 and the right intensity distribution 131 have acute edges, respectively, and the interval between their peaks is the distance L corresponding to an area in which the degree of danger to life is high in the collision against an obstacle, i.e. about 1 m.
- An angle between the right portion 120 and the left portion 121, shown in FIG. 11, of the light beam is selected so that the intensity distribution 137 shown in FIG. 12 is obtained at a position 30 m ahead.
- the intensity distribution 137 of the light beam has three peaks, a narrow obstacle such as a pole at the center far from the automobile is also detected, i.e. the light beam does not miss an obstacle.
- An example of the light transmission optical system comprises a light source 201 for emitting a divergent light beam 202, a lens 203 for collimating the divergent light beam 202 from the light source, and a prism 225 for splitting the collimated or parallel light beam into three beams and deflecting the two split side light beams, as shown in FIG. 13.
- the prism 225 has a plane 226 perpendicular to the optical axis at the central portion crossing the optical axis, and also has a pair of inclined surfaces symmetrical with respect to the optical axis at both sides of the plane 226.
- the light beam emitted from the light source 201 is collimated by the lens 203, and then strikes on the prism 225.
- the prism 225 allows the light beam passing through the plane 226 to advance straight in a direction of an arrow 227, the light beam passing through the right inclined surface to be deflected in a direction of an arrow 228, and the light beam passing through the left inclined surface to be deflected in a direction of an arrow 229.
- the intensity distribution 137 shown in FIG. 12 is obtained at a position about 30 m ahead.
- the intensity of the light beam which advances straight is adjusted in accordance with the width of the plane 226 perpendicular to the optical axis.
- FIG. 14 shows an optical element applicable instead of the lens 203 and the prism 225 shown in FIG. 13.
- the optical element comprises a combination of three Fresnel lenses 230, 231 and 232.
- the Fresnel lens 230 is not eccentric, the Fresnel lens 231 of the right side has its center eccentric to the left side of the optical axis, and the Fresnel lens 232 of the left side has its center eccentric to the right side of the optical axis. That is, this optical element has the non-eccentric Fresnel lens crossing the optical axis, and a pair of Fresnel lenses eccentric symmetrically with respect to the optical axis, positioned at both sides of the non-eccentric Fresnel lens.
- the non-eccentric Fresnel lens does not deflect the light beam which passes therethrough, and the eccentric Fresnel lenses deflect the light beam which passes therethrough, in a direction symmetrical to the optical axis. Therefore, even when the optical element is used instead of the lens 203 and prism 225 shown in FIG. 13, the intensity distribution 137 shown in FIG. 12 is of course obtained at a position about 30 m ahead.
- a distance measuring apparatus 301 transmits a number of thin light beams 302 symmetrically extending with respect to the optical axis 100, as shown in FIG. 15.
- the apparatus 301 monitors, at the above-mentioned position in a short distance, an area obtained by connecting tops of allows indicating the thin light beams 302, which has a width corresponding to that of an automobile.
- the thin light beam 302 forming a larger angle to the optical axis 100 has a higher light intensity.
- the light transmission optical system for transmitting a large number of thin light beams 302 comprises a light source 201 for emitting a divergent light beam 310, a Fresnel lens 311 for collimating the light beam 310 from the light source 201, and a linear Fresnel lens 312 for splitting the light beam 310 into a large number of thin light beams and deflecting the respective split thin light beams in different directions.
- the linear Fresnel lens 312 comprises a large number of microscopic prisms.
- the microscopic prisms farther from the optical axis 100 have smaller apical angles. For this reason, a thin light beam 307 nearer to the optical axis 100 has a larger angle of deflection than a thin light beam 308 farther from the optical axis 100.
- the light beam 310 emitted from the light source 201 has the Gaussian intensity distribution and, therefore, the thin light beams having larger angles with respect to the optical axis 100 has higher light intensities. That is, the light beam formed of a large number of thin light beams entirely has the light intensity distribution which is high at the outer side and low at the inner side.
- the light intensity distribution has steep edges at both sides, which is suitable for monitoring of a minimum area required for recognition of the danger in the collision against an obstacle and judgment of driving of the life protecting device.
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- General Physics & Mathematics (AREA)
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Abstract
Description
Claims (15)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
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JP10-130485 | 1998-05-13 | ||
JP10130485A JPH11325825A (en) | 1998-05-13 | 1998-05-13 | Distance measuring equipment |
Publications (1)
Publication Number | Publication Date |
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US6163371A true US6163371A (en) | 2000-12-19 |
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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US09/307,439 Expired - Fee Related US6163371A (en) | 1998-05-13 | 1999-05-10 | Distance measuring apparatus |
Country Status (3)
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US (1) | US6163371A (en) |
EP (1) | EP0957376A3 (en) |
JP (1) | JPH11325825A (en) |
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US20070002305A1 (en) * | 2004-08-05 | 2007-01-04 | Klaus Lehre | Radar sensors for motor vehicles |
US20120026481A1 (en) * | 2010-07-29 | 2012-02-02 | Agait Technology Corporation | Detector device and mobile robot having the same |
US20140071428A1 (en) * | 2012-09-13 | 2014-03-13 | Shuichi Suzuki | Distance measurement apparatus |
US10412283B2 (en) | 2015-09-14 | 2019-09-10 | Trinamix Gmbh | Dual aperture 3D camera and method using differing aperture areas |
US10775505B2 (en) | 2015-01-30 | 2020-09-15 | Trinamix Gmbh | Detector for an optical detection of at least one object |
US10823818B2 (en) | 2013-06-13 | 2020-11-03 | Basf Se | Detector for optically detecting at least one object |
US10890491B2 (en) | 2016-10-25 | 2021-01-12 | Trinamix Gmbh | Optical detector for an optical detection |
US10948567B2 (en) | 2016-11-17 | 2021-03-16 | Trinamix Gmbh | Detector for optically detecting at least one object |
US10955936B2 (en) | 2015-07-17 | 2021-03-23 | Trinamix Gmbh | Detector for optically detecting at least one object |
CN112540368A (en) * | 2020-11-27 | 2021-03-23 | 重庆大学 | Obstacle detection and identification method based on intelligent snow-sweeping robot |
US11041718B2 (en) | 2014-07-08 | 2021-06-22 | Basf Se | Detector for determining a position of at least one object |
US11125880B2 (en) | 2014-12-09 | 2021-09-21 | Basf Se | Optical detector |
US11211513B2 (en) | 2016-07-29 | 2021-12-28 | Trinamix Gmbh | Optical sensor and detector for an optical detection |
US11428787B2 (en) | 2016-10-25 | 2022-08-30 | Trinamix Gmbh | Detector for an optical detection of at least one object |
US11860292B2 (en) | 2016-11-17 | 2024-01-02 | Trinamix Gmbh | Detector and methods for authenticating at least one object |
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FR2898687B1 (en) * | 2006-03-17 | 2008-05-09 | Valeo Vision Sa | METHOD AND DEVICE FOR DETECTING AN OBSTACLE IN THE NEIGHBORHOOD OF A MOVING VEHICLE |
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Also Published As
Publication number | Publication date |
---|---|
EP0957376A3 (en) | 2003-01-22 |
JPH11325825A (en) | 1999-11-26 |
EP0957376A2 (en) | 1999-11-17 |
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